Papers
Online Multilingual Topic Models with Multi-Level Hyperpriors
Kriste Krstovski, David Smith, Michael J. Kurtz
Shift-Reduce CCG Parsing using Neural Network Models
Bharat Ram Ambati, Tejaswini Deoskar, Mark Steedman
Intra-Topic Variability Normalization based on Linear Projection for Topic Classification
Quan Liu, Wu Guo, Zhen-Hua Ling et al.
Inferring Psycholinguistic Properties of Words
Gustavo Paetzold, Lucia Specia
Joint Learning Templates and Slots for Event Schema Induction
Lei Sha, Sujian Li, Baobao Chang et al.
Individual Variation in the Choice of Referential Form
Thiago Castro Ferreira, Emiel Krahmer, Sander Wubben
Psycholinguistic Features for Deceptive Role Detection in Werewolf
Codruta Girlea, Roxana Girju, Eyal Amir
Agreement on Target-bidirectional Neural Machine Translation
Lemao Liu, Masao Utiyama, Andrew Finch et al.
Expectation-Regulated Neural Model for Event Mention Extraction
Ching-Yun Chang, Zhiyang Teng, Yue Zhang
Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding
Yangyang Shi, Kaisheng Yao, Hu Chen et al.
Multimodal Semantic Learning from Child-Directed Input
Angeliki Lazaridou, Grzegorz Chrupała, Raquel Fernández et al.
Grammatical error correction using neural machine translation
Zheng Yuan, Ted Briscoe
Phrasal Substitution of Idiomatic Expressions
Changsheng Liu, Rebecca Hwa
Distinguishing Literal and Non-Literal Usage of German Particle Verbs
Maximilian Köper, Sabine Schulte im Walde
Questioning Arbitrariness in Language: a Data-Driven Study of Conventional Iconicity
Ekaterina Abramova, Raquel Fernández
A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models
Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein
Recurrent Memory Networks for Language Modeling
Ke Tran, Arianna Bisazza, Christof Monz
Top-down Tree Long Short-Term Memory Networks
Xingxing Zhang, Liang Lu, Mirella Lapata
Joint Event Extraction via Recurrent Neural Networks
Thien Huu Nguyen, Kyunghyun Cho, Ralph Grishman
Joint Extraction of Events and Entities within a Document Context
Bishan Yang, Tom M. Mitchell
Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer
Eunsuk Yang, Young-Bum Kim, Ruhi Sarikaya et al.
Neural Architectures for Named Entity Recognition
Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian et al.
Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning
Boliang Zhang, Xiaoman Pan, Tianlu Wang et al.